Mining of Massive Datasets 3rd Edition by Jure Leskovec (Author)
- Publisher: COMPUTER SCIENCE
- Availability: In Stock
- SKU: 58432 R1 0626
- Number of Pages: 565
Rs.1,290.00
Rs.1,595.00
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📖 Title Name: Mining of Massive Datasets (3rd Edition)
✍️ Authors: Jure Leskovec, Anand Rajaraman, Jeffrey David Ullman
📦 Quality: White Paper Pakistan Print
🔹 Introduction:
Mining of Massive Datasets (3rd Edition) is a foundational book in data science and big data analytics that explains how large-scale data is processed, analyzed, and transformed into useful knowledge. Written by leading computer scientists, the book bridges theory and real-world applications, covering algorithms and techniques used in search engines, recommendation systems, machine learning, and social networks.
🔑 Key Points:
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Explains core concepts of big data mining including similarity search, clustering, and classification.
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Covers MapReduce and distributed computing methods for handling massive datasets.
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Introduces recommendation systems used by platforms like Netflix, Amazon, and YouTube.
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Discusses data streams, social network analysis, and link analysis algorithms such as PageRank.
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Combines mathematical foundations with practical applications for students and developers.
🧠 Conclusion:
Mining of Massive Datasets is an essential resource for students and professionals entering data science, AI, and machine learning. With clear explanations and practical algorithms, it provides a strong understanding of how modern digital platforms extract intelligence from enormous amounts of data.
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